High planting density induces the expression of GA3 oxidase in leaves and GA mediated stem elongation in bioenergy sorghum

 
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High planting density induces the expression of GA3 oxidase in leaves and GA mediated stem elongation in bioenergy sorghum
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                OPEN             High planting density induces
                                 the expression of GA3‑oxidase
                                 in leaves and GA mediated stem
                                 elongation in bioenergy sorghum
                                 Ka Man Jasmine Yu1, Brian McKinley1, William L. Rooney2 & John E. Mullet1*
                                 The stems of bioenergy sorghum hybrids at harvest are > 4 m long, contain > 40 internodes and
                                 account for ~ 80% of harvested biomass. In this study, bioenergy sorghum hybrids were grown at four
                                 planting densities (~ 20,000 to 132,000 plants/ha) under field conditions for 60 days to investigate the
                                 impact shading has on stem growth and biomass accumulation. Increased planting density induced
                                 a > 2-fold increase in sorghum internode length and a ~ 22% decrease in stem diameter, a typical shade
                                 avoidance response. Shade-induced internode elongation was due to an increase in cell length and
                                 number of cells spanning the length of internodes. SbGA3ox2 (Sobic.003G045900), a gene encoding
                                 the last step in GA biosynthesis, was expressed ~ 20-fold higher in leaf collar tissue of developing
                                 phytomers in plants grown at high vs. low density. Application of GA3 to bioenergy sorghum increased
                                 plant height, stem internode length, cell length and the number of cells spanning internodes. Prior
                                 research showed that sorghum plants lacking phytochrome B, a key photoreceptor involved in shade
                                 signaling, accumulated more GA1 and displayed shade avoidance phenotypes. These results are
                                 consistent with the hypothesis that increasing planting density induces expression of GA3-oxidase in
                                 leaf collar tissue, increasing synthesis of GA that stimulates internode elongation.

                                  Agriculture provides food for direct human consumption, forage and feed for animals, and biomass for produc-
                                  tion of biofuels and bioproducts. Current projections indicate that agricultural productivity will need to improve
                                  by 75–100% by 2050 to meet the needs of the world’s increasing p      ­ opulation1–4. Increased productivity due to
                                 the conversion of additional land for agricultural production, irrigation, high nitrogen fertilizer utilization
                                 and genetic gains associated with the ‘green revolution’ are slowing and insufficient to meet projected ­needs5–7.
                                 Moreover, increasing temperature and drought associated with climate change are expected to create additional
                                 production challenges, especially for grain c­ rops8. Moreover, the increases in agricultural productivity need to
                                 occur while reducing or eliminating agriculture’s greenhouse gas footprint, currently 23% of total greenhouse
                                 gas ­emissions9.
                                      Numerous bioenergy crops are under development including p            ­ oplar10,11, ­switchgrass12, ­sugarcane13–15,
                                               16,17                          18,19
                                 ­Miscanthus , and bioenergy ­sorghum . These crops will be grown in different regions of production land-
                                  scapes that are optimal for forests, perennial grasses, or annual grasses in order to maximize overall productivity,
                                  resilience, and s­ ustainability20. Bioenergy sorghum hybrids are annual C4 grasses designed for deployment on
                                  land environmentally and/or economically marginal for production of most food ­crops18,19. Bioenergy sorghum
                                 produces biomass that can be used for forage or converted to biofuels and specialty ­bioproducts21,22. First genera-
                                  tion bioenergy sorghum hybrids were ~ 4 m tall with the genetic potential to accumulate ~ 40 Mg of biomass per
                                  hectare under good growing c­ onditions23,24. Bioenergy sorghum hybrids including sweet sorghum types have
                                 good nitrogen use e­ fficiency25,26, broad a­ daptation27,28 and high GHG displacement metrics (75% for biomass
                                  conversion to bioethanol; 90–95% for bioenergy)23.
                                      Stems are the largest sinks for biomass in bioenergy sorghum accounting for ~ 80% of harvested b         ­ iomass23.
                                  During bioenergy sorghum development, increases in radiation use efficiency (RUE) were associated with canopy
                                  closure and the onset of rapid stem and internode e­ longation23. This suggested that increased sink strength due
                                  to stem growth could contribute to biomass yield. Sorghum internode elongation is modulated by Dw1, a brassi-
                                  nosteroid signaling p ­ rotein29–31, Dw2, an AGCVIII k­ inase32, Dw3, an auxin efflux t­ ransporter33,34 and gibberellin

                                 1
                                  Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX 77843‑2128,
                                 USA. 2Department of Soil and Crop Sciences, Texas A&M University, College Station, TX 77843‑2128, USA. *email:
                                 jmullet@tamu.edu

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High planting density induces the expression of GA3 oxidase in leaves and GA mediated stem elongation in bioenergy sorghum
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                                             (GA)35. Prior research in other plant systems showed that GA biosynthesis and signaling affects stem g­ rowth36,
                                             cell elongation and cell ­division37. GA activates gene expression in part by interacting with and inducing the
                                            turnover of DELLAs, repressors of GA modulated gene ­expression38.
                                                 The height of bioenergy sorghum plants and the length of stem internodes is increased by s­ hading39. Shad-
                                             ing causes a reduction in the ratio of R:FR light that is detected by phytochromes, red-light photoreceptors that
                                             mediate shade avoidance r­ esponses40–42. Sorghum genotypes that lack phytochrome B (phyB-1) express shade
                                             avoidance phenotypes such as reduced tillering, early flowering, increased shoot growth, gibberellin accumula-
                                             tion and increased ethylene b  ­ iosynthesis43–48. Shade induced stem elongation increases canopy height helping
                                            plants outcompete neighboring plants for sunlight, reduces branching (tillering), and induces early onset of leaf
                                            senescence, flowering and seed dormancy.
                                                 The biochemical basis of shade avoidance responses (SAR) and SAR-signaling pathways has been studied
                                            ­extensively42,49–52. Phytochromes, cryptochromes, phototropins, and UV-B photoreceptors monitor the light envi-
                                             ronment and mediate responses to nearby plants (proximity sensing) and canopy s­ hade53–56. PHYTOCHROME
                                             B (PHYB) plays a key role in SAR-signaling by detecting variation in the ratio of red (R) and far-red (FR) l­ ight57.
                                             Direct sunlight has a high ratio of R:FR, while light within canopies has a lower ratio of R:FR because red light
                                             is absorbed by chlorophyll. Photoactivated PHYB (Pfr) enters the nucleus, interacts with PHYTOCHROME
                                             INTERACTING FACTORS (PIFs) and mediates their degradation by E3 ligases and 26S ­proteases42,58. PIFs
                                            are a family of bHLH transcription factors that act as the primary hub for signaling cascades that regulate cell
                                           ­elongation59. PHYB in its inactive Pr state will not enter the nucleus, allowing the accumulation of PIFs, which
                                             activate growth-promoting genes that contain E-box and G-box motifs, such as those involved in the biosynthesis
                                             and transport of the plant hormones auxin, gibberellins, brassinosteroids, cytokinins and e­ thylene60–67.
                                                 Elevated biomass yield of bioenergy sorghum relative to grain sorghum is correlated with longer growing
                                             seasons and increased plant height. In addition, bioenergy sorghum is typically grown at higher planting density
                                             (~ 132,000 plants/ha)23 compared to grain crops such as maize (~ 40 to 80,000 plants/ha)68. High planting density
                                             increases canopy shading, which is expected to induce bioenergy sorghum stem elongation as well as other shade
                                             avoidance responses. In order to better understand the interaction among these factors, bioenergy sorghum was
                                             grown in the field at four different planting densities and morphometric and biomass data was collected 60 days
                                             after emergence (DAE). The results indicate that high planting density induces changes in stem growth and
                                             morphology consistent with shade avoidance responses. The expression of GA 3-oxidase (GA3ox2) was increased
                                             in the leaf base and leaf blade:leaf sheath (LB:LS) collars at high planting density indicating that leaf-derived GA
                                             could play a key role in regulating internode elongation in bioenergy sorghum under field conditions.

                                           Results
                                           High planting density increases plant height and stem internode elongation. To analyze bio-
                                           energy sorghum’s response to shading, the bioenergy sorghum hybrid TX08001 was planted in field plots with
                                           0.76 m row spacing and plants within rows were thinned to a plant spacing of 1 m, 0.5 m, 0.25 m and 0.15 m
                                           (~ 20,000 to 132,000 plants/ha). Planting density was maintained for the duration of the experiment by removal
                                           of tillers. Plants were harvested at 60 DAE and plant height, stem and internode morphology, and stem and leaf
                                           biomass were quantified (Fig. 1, see Supplementary Fig. S1). Plants grown at 0.15 m spacing (0.15 m) were signif-
                                           icantly taller and had longer and thinner internodes compared to plants grown at 1 m spacing (1 m) (Fig. 1a–d).
                                           However, planting density did not have a significant impact on total plant, leaf or stem dry weight, although the
                                           dry weight of stems of plants grown at 0.15 m was somewhat higher compared to plants grown at lower planting
                                           densities (see Supplementary Fig. S1).
                                               The sorghum shoot apical meristem produces a phytomer comprised of a leaf blade, leaf sheath and subtend-
                                           ing node-internode approximately every 3–4 days during the adult vegetative stage. In this study, phytomers were
                                           numbered sequentially from the youngest, located just below the shoot apical meristem, to the oldest phytomer,
                                           located near the base of the shoot. TX08001 plants grown at 1 m and 0.15 m contained ~ 9 visible internodes
                                           associated with phytomers 4–12 at 60 DAE (Fig. 2). Phytomers are produced sequentially by the shoot apical
                                           meristem during vegetative growth, therefore the youngest visible internode is associated with phytomer 4 located
                                           near the top of the plant (Fig. 2a,b). The oldest internode (Internode 12) located near the base of the stem was
                                           shorter than most of the internodes above it, except for the youngest non-elongated internodes located close
                                           to the apex (Fig. 2a). Fully elongated internodes of plants grown at 0.15 m were longer than the corresponding
                                           internodes of plants grown at 1 m (Fig. 2a). The difference in internode length increased as a function of when
                                           elongation occurred during plant development. Internode 7 of plants grown at 0.15 m was ~ 3 times longer than
                                           internode 7 of plants grown at 1 m. Internode 7 was the longest internode in plants grown at 0.15 m whereas
                                           internodes 8/9 were the longest internodes of plants grown at 1 m. Internode diameters showed the opposite
                                           response to planting density such that plants grown at high planting density (0.15 m) had smaller internode
                                           diameters compared to low planting density (1 m) (Fig. 2b). The diameter of internode 12 at all planting densi-
                                           ties was similar, but the diameter of internode 7 of plants grown at 0.15 m was ~ 22% smaller than plants grown
                                           at 1 m (Fig. 2b). Overall, the volume of the stems of plants grown with 0.15 m was ~ 39% greater than plants
                                           grown at 1 m at 60 DAE (see Supplementary Table S1). The leaves of phytomers 6–8 of plants grown at high
                                           vs. low planting density showed relatively small differences in length and width (see Supplementary Table S2).
                                           Taken together, bioenergy sorghum responds to higher planting density by 60 DAE, by increasing the length
                                           and reducing the diameter of internodes.

                                           Shade‑induced changes in cell length and number per internode. The differences in length of
                                           internodes of plants grown at varying planting densities could be due to variation in the number of cells that
                                           span the length of an internode, cell length or both factors. To investigate this question, plants were grown in a

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                                 Figure 1.  Plant spacing alters sorghum stem growth and morphology. (a) Photograph of stems of bioenergy
                                 sorghum plants grown for 60 days in the field at 1 m or 0.15 m spacing, (b) average height of plants grown at
                                 1 m and 0.15 m spacing. Average length (c) and diameter (d) of elongated internodes of plants grown at 1 m or
                                 0.15 m spacing. Asterisks indicate two-tailed P value; ****P < 0.0001, ***P = 0.0007, **P = 0.0019, by Welch’s t test
                                 (n = 5). Error bars: SEM.

                                 greenhouse at 1 m and 0.15 m for 60 days prior to analysis of the number and length of cells in a fully elongated
                                 internode. Longitudinal sections that span the length of internode 7 were obtained and cell lengths and numbers
                                 were quantified (Fig. 3). The analysis showed that there were ~ 28% more cells across the length of internode 7 in
                                 plants growth at high density compared to low density (Fig. 3a). The analysis also showed that cells that comprise
                                 internode 7 from plants grown 0.15 m were ~ 44% longer than cells from internode 7 of plants grown at 1 m spac-
                                 ing (Fig. 3b). These results indicate that both cell elongation and cell proliferation contribute to the increase in
                                 internode length observed at increased planting density.

                                 Potential role of GA in shade‑induced stem elongation. Phytochrome B (phyB) is a key red light
                                 photoreceptor involved in SAR-signaling45,57. The sorghum genotype 58 M encodes phyB-1, a non-functional
                                 version of ­phyB45. When compared to near isogenic lines that encode PHYB (i.e., 100 M, 90 M, 80 M, 60 M),
                                 58 M (phyB-1) exhibits phenotypes associated with shade avoidance including early flowering, elongated shoots,
                                 reduced tillering and narrow ­leaves43. 58 M plants also accumulate 2–6 times higher levels of G
                                                                                                                                ­ A46. Moreover,
                                 treatment of 60 M or 80 M (PHYB) with GA induced the SAR-associated phenotypes observed in 58 M (phyB-

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                                           Figure 2.  Plant spacing alters sorghum stem internode growth during development. Average internode lengths
                                           (cm) (a) and diameters (mm) (b) of 9 phytomers of bioenergy sorghum grown at 1 m and 0.15 m spacing for
                                           60 days (DAE) in the field. Phytomer 12 is located at the base of the stem. Asterisks indicate two-tail Welch’s t
                                           test, ****P < 0.0001, ***P < 0.001, **P < 0.005, *P < 0.05, by one-way ANOVA (n = 5). Error bars: SEM.

                                           1)44. Since phyB mediates many SAR responses, we hypothesized that increased shading of TX08001 in the field
                                           could induce an increase in GA synthesis or signaling that results in increased stem elongation.
                                               Most of the prior research on phyB signaling and GA biosynthesis in sorghum utilized genotypes that were
                                           recessive for the stem dwarfing loci Dw2 and Dw3 that reduce internode lengths and most studies were conducted
                                           at the seedling stage or post floral i­ nitiation44,46. Therefore, in the current study, the impact of GA on internode
                                           elongation in the bioenergy hybrid R07020 (Dw1Dw1Dw2Dw2Dw3Dw3) was examined during the vegetative
                                           phase by treating plants with GA3 or the GA biosynthesis inhibitor Paclobutrazol (PAC). GA (or PAC) was added
                                           to the lower part of the stem, below phytomers that contain elongating internodes, to see if variation in GA would
                                           alter internode growth. This was done by removing the leaf blade (LB) and leaf sheath (LS) of phytomer 7, a
                                           phytomer located just below the internode growing zone, and applying GA3 or PAC in lanolin to the excised LS
                                           where it joins the stem. Plants were then grown for an additional 14 days before analysis of stem and internode
                                           lengths (Fig. 4a,b). Removal of the LS had minimal impact on stem length (see Supplementary Fig. S2), however,
                                           addition of 1% GA3 greatly stimulated stem growth (Fig. 4a). Four to five additional phytomers were formed
                                           during the GA3 or PAC treatments, therefore at harvest, phytomer 12 corresponds to the phytomer treated with
                                           GA3 or PAC at the start of the experiment (Fig. 4b, downward arrow). The length of the internode associated
                                           with phytomer 12 was not altered by GA3 or PAC treatment because the internode was fully elongated at the
                                           start of the treatment. At the end of the treatment, phytomers 7–10 contained internodes that had reached full
                                           elongation during the treatment and phytomers 4–6 contained internodes that were still in various stages of
                                           elongation (Fig. 4b). GA3 treatment had minimal impact on the length of the internode in phytomer 11, caused
                                           a small increase in the length of internode 10, and had an increasingly large impact on the lengths of internodes
                                           9, 8 and 7 (Fig. 4b). At the start of the GA3 treatment, internode 10 was nearly fully expanded, whereas internode
                                           7 was just beginning to start elongation, explaining why GA3 treatment had a greater impact on the growth
                                           of internode 7. In the control, rapid internode growth begins between phytomer 4 and 5, and is completed in
                                           phytomer 7, a developmental window spanning approximately 9 days. In GA3 treated plants, internode growth

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                                 Figure 3.  Plant spacing affects the number and length of cells in sorghum internodes. (a) The average number
                                 of cells spanning fully elongated internodes of phytomer 7 and (b) average length of cells in phytomer 7 of plants
                                 grown at 1 m and 0.15 m spacing. Asterisks indicate two-tailed P value, ****P < 0.0001, by Welch’s t test [n = 96
                                 (1 m), n = 84 (0.15 m)]. Error bars: SEM.

                                 begins between phytomer 3 and 4 and is completed in phytomer 6, also approximately 9 days. This indicates that
                                 GA3 treatment increased the extent of internode elongation, but not the duration of the elongation process. The
                                 appearance of an additional internode in GA-treated plants could indicate that the rate of phytomer production
                                 was increased by GA3 treatment, consistent with prior studies showing that GA3 modifies expression of genes
                                 that regulate plastochron/phyllochron69,70. Addition of 1% PAC to the node (or to upper leaves by foliar spray-
                                 ing, see Supplementary Fig. S3) reduced internode lengths in phytomers 5–9 and reduced the number of visible
                                 internodes above the site of application by one (Fig. 4b). The number and length of cells located in internodes
                                 of phytomer 7 were measured following removal of the leaf sheath (Control), treatment with PAC (+PAC) or
                                 GA3 (+GA) (Fig. 4c–e). The length of internode cells was increased by GA3 treatment and decreased by PAC
                                 (Fig. 4d). The number of cells spanning the length of the internode was also increased by treatment with GA,
                                 compared to control and treatment with PAC. These results indicate that modification of GA levels can alter the
                                 length of bioenergy sorghum internodes by altering cell lengths and the number of cells spanning internodes,
                                 similar to shading.

                                 Shade‑induced expression of GA3‑oxidase. Shade-induced internode elongation could be due to an
                                 increase in GA biosynthesis, GA-signaling, and/or other factors. Variation in GA biosynthesis is often corre-
                                 lated with the expression of genes encoding GA3ox the final step in the GA biosynthetic ­pathway64,69. Two sor-
                                 ghum genes annotated as encoding GA3ox have been identified; Sobic.009G064700 (SbGA3ox1), a homolog
                                 of OsGA3ox1, and Sobic.003G045900 (SbGA3ox2), a homolog of OsGA3ox2 and ZmGA3ox269,71. In maize,
                                 ZmGA3ox1 is expressed at very low levels except in t­assels71. Analysis of RNA-seq data from BTx623 t­issues72
                                 showed that SbGA3ox1 was expressed at very low levels in all tissues and developmental stages represented in the
                                 sorghum transcriptome compendium including stems (see Supplementary Table S3). In rice, OsGA3ox2 is more

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                                           Figure 4.  GA3 alters sorghum internode length, cell length and number. (a) Photograph of sorghum stems
                                           from control plants 14 days after removal of the leaf sheath (LS) from phytomer 7 (− LS) and plants treated
                                           with GA3 after LS removal (− LS, 1% GA3) (right). (b) Average length of internodes of control (blue line), and
                                           plants treated with 1% GA3 (green line), 1% PAC (red line) or both compounds (yellow line). Site of LS removal
                                           and GA3/PAC application is marked (solid inverted triangle). (c) Micrographs of longitudinal sections from
                                           the middle section of fully elongated internode from phytomer 7 (solid star) stained for cellulose. (d) Average
                                           length of cells and (e) average number of cells spanning the length of internode 7 following 14 days of treatment.
                                           One-way ANOVA, followed by Tukey comparison test, indicated significant differences between control, + PAC
                                           and + GA conditions with P < 0.0001 (n = 291). Different letters indicate significance. Error bars: SEM.

                                           highly expressed in young l­eaves69 and in maize, ZmGA3ox2 is expressed at low and varying levels in several
                                           organs and ­tissues71. SbGA3ox2 was expressed at relatively low levels in tissues of the sorghum transcriptome
                                           compendium except dry and germinating seeds where expression was elevated (see Supplementary Table S3).
                                               The sorghum transcriptome compendium contains RNA from vegetative and reproductive tissues, but the
                                           compendium does not contain RNA-seq profiles comparing shaded to non-shaded plants. Therefore, qRT-PCR
                                           was used to conduct a systematic analysis of SbGA3ox2 expression in the shoot apex, leaf blade (LB), leaf sheath
                                           (LS), and stem tissues that comprise phytomer 3 (prior to internode elongation) through phytomer 8 (fully elon-
                                           gated internodes) of vegetative plants grown at high and low planting density. Leaf tissue samples were collected
                                           from the mid-point of the leaf blade (LB center), the growing zone located at the base of the leaf blade (LB base),
                                           and the LB:LS collar tissue (see Supplementary Fig. S4). Tissues were also collected from the middle of the leaf
                                           sheath (LS center), leaf sheath base growing zone (LS base), LS: stem collar tissue (LS collar) (see Supplementary
                                           Fig. S4). Stem tissues collected included the nodal plexus, a stem nodal tissue where the leaf sheath joins the stem,
                                           internodes, and the pulvinus, a tissue located between the internode growing zone and the nodal ­plane73 (see
                                           Supplementary Fig. S4). Relative expression of SbGA3ox2 in these tissues was quantified using qRT-PCR (Fig. 5).
                                           At 0.15 m spacing (high planting density), SbGA3ox2 expression was highest in the LB base and/or LB:LS collar
                                           of each phytomer, followed by tissues in the middle of the leaf blade (Fig. 5a, LB center). SbGA3ox2 expression
                                           in the LB:LS collar was higher in phytomers 3–5 that contain elongating internodes compared to phytomers 7–8
                                           that contain fully elongated internodes. Plants growing at 1 m spacing (low planting density) showed expression
                                           of SbGA3ox2 in the LB center, LB base, and LB:LS collar tissues, with somewhat higher expression in phytom-
                                           ers 5–8 (Fig. 5b). In addition, expression of SbGA3ox2 was low in stems of phytomers 3–6, however expression
                                           increased in the stem nodal plexus of phytomers 7–8 that contain fully elongated internodes.
                                               Differential expression of SbGA3ox2 in leaf and stem tissues of plants grown at high planting density vs. low
                                           planting density is shown in Fig. 6. This analysis showed that SbGA3ox2 is expressed at much higher levels in
                                           the LB base of phytomers 3–4 and LB:LS collar tissues of phytomers 5–6 in plants grown at high planting density
                                           compared to low planting density (Fig. 6a). In contrast, expression of SbGA3ox2 in stem nodal plexus tissue of
                                           phytomers 7–8 was not higher in plants grown at high density compared to low density (Fig. 6b). SbGA20ox1
                                           expression was also higher in the LB:LS collar and nodal plexus of phytomer 5 in plants grown at high plant-
                                           ing vs. low planting density whereas minimal differences in expression were observed in the LB, LS and stem
                                           internode (Supplemental Figure S5).

                                           Discussion
                                           The stems of bioenergy sorghum at the end of the growing season are typically > 4 m long, comprised of > 40
                                           internodes, and account for ~ 80% of harvested ­biomass23. Long stems are correlated with high biomass yield,
                                           however, tall plant stature and long thin internodes can also increase susceptibility to ­lodging74–76. Adaptation
                                           of maize hybrids to increased planting densities (from 30,000 to 80,000 plants/ha) was a major contributor to
                                           increased grain yield per ­hectare68. Bioenergy sorghum is grown at planting densities (~ 132,000 plants/ha) that

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                                 Figure 5.  Relative expression of SbGA3ox2 in sorghum grown at 0.15 m (a) and 1 m (b) spacing. Tissues
                                 were collected from the shoot apex (Apex), mid leaf blade (LB center), base of the leaf blade (LB base), tissue
                                 between the leaf blade and leaf sheath (LB:LS collar), mid leaf sheath (LS center), base of the leaf sheath (LS
                                 base), leaf sheath collar (LS collar), stem nodal plexus, internode, and pulvinus of phytomers (Phy) 3–8. Relative
                                 expression is shown in bar graphs (leaf blade = green, leaf sheath = blue, stem = brown). Expression values are the
                                 average of three biological replicates. Error bars: SEM. Photograph and diagram of the development of sorghum
                                 phytomer tissues is shown in Supplementary Figure S4.

                                 are higher than optimal for ­corn68. Adaptation of bioenergy sorghum to high planting densities may be needed
                                 to optimize biomass yield, composition and standability. Therefore, the current study focused on understanding
                                 how variation in planting density affects stem growth and morphology.
                                     The results showed that increasing planting density from ~ 20,000 to ~ 132,000 plants/ha in the field resulted
                                 in a ~ 2 to 3-fold increase in stem internode length, a ~ 22% decrease in stem internode diameter, and an overall
                                 increase in stem volume of ~ 39% by 60 DAE. The greater length of internodes in plants grown at high density
                                 could be accounted for by increases in cell length and the number of cells that span the length of internodes.
                                 The planting density induced change in internode morphology occurred without a large impact on total plant
                                 biomass accumulation or biomass allocation between leaves and stems, indicating that this initial response to
                                 shading primarily alters the morphology of the stem, elevates the canopy and creates greater spacing between
                                 leaves. Canopy closure at the highest planting density used in this and previous studies occurs between 60 and
                                 90 DAE therefore proximity sensing of reflected FR light and partial direct shading are probably mediating the
                                 observed SAR-induced internode elongation. Increased stem volume at high planting density could benefit bio-
                                 energy sorghums that accumulate high levels of stem sucrose (~ 0.5 M)77. In addition, plant height and biomass
                                 accumulation in bioenergy sorghum panels are correlated when measured after the juvenile phase when stem
                                 elongation is r­ apid78. This predicts that longer stems in all types of bioenergy sorghum could potentially improve
                                 biomass yield over the course of the growing season even though the initial increase in stem elongation observed
                                 here had only limited impact on biomass accumulation. On the other hand, larger stems increase respiratory load
                                 and longer and thinner stems could increase the propensity for lodging later in the season. Therefore, identifying

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                                           Figure 6.  GA3ox2 is differentially expressed at high vs. low plant spacing. (a) Differential expression of
                                           SbGA3ox2 in the leaf blade (LB) and leaf blade/leaf sheath collar tissue (LB:LS collar) of phytomers 3–8 of plants
                                           grown at 0.15 m spacing (high density) and 1 m spacing (low density). (b) Differential expression of SbGA3ox2
                                           in the stem apex, nodal plexus, internode and pulvinus of plants grown at 0.15 m and 1 m spacing. Expression
                                           values are the average of three biological replicates. Differences in expression were analyzed by one-way ANOVA
                                           followed by Tukey comparison test. ****P < 0.0001, **P < 0.005. Error bars: SEM.

                                           and deploying an optimal stem size and morphology is an important long-term goal that could be aided by an
                                           understanding of the molecular mechanism that regulates elongation in response to shading.
                                               PHYB is a red light photoreceptor that plays an important role in shade avoidance ­signaling53–56. The sorghum
                                           genotype 58 M (phyB-1) lacks phytochrome B, exhibits numerous shade avoidance phenotypes and accumulates
                                           higher levels of GA1 in leaves compared to near isogenic genotypes that express ­phyB44–46. Treatment of sorghum
                                           genotypes, that encode phyB, with GA induced the shade avoidance phenotypes observed in 58 M44. This led
                                           previous investigators to propose that reduced phyB signaling associated with shading causes an increase in GA
                                           that contributes to the observed SAR-phenotypes43. The previous studies also showed that GA1 is the predomi-
                                           nant GA that accumulates in sorghum, but the investigators were not able to determine how shade and/or phyB
                                           signaling alters GA levels.
                                               Since GA3 oxidase is the last step in the GA biosynthetic pathway leading to the formation of GA1 and ­GA379
                                           and GA3ox expression is often correlated with GA biosynthesis and accumulation, we investigated how variation
                                           in planting density affects the expression of sorghum genes that encode GA3-oxidase in bioenergy sorghum.
                                           Rice, maize and sorghum encode two genes for ­GA3ox69,71. In rice and maize, GA3ox2 is expressed at low levels
                                           in most tissues, with higher expression in young elongating leaves of r­ ice69. In growing maize leaves, expression
                                           of ZmGA3ox2 is correlated with GA1 accumulation in the leaf base although other factors such as GA2-oxidase
                                           also shape the distribution of GA1 across the growing ­zone80. In maize, mutation of ZmGA3ox2 reduced GA1
                                           levels and caused stem ­dwarfing71. Ectopic overexpression of GA20-OXIDASE1 (GA20-OX1) in maize increased
                                           GA levels and produced plants with longer but thinner stems similar to sorghum grown at high vs. low d    ­ ensity81.
                                           This indicates that variation in expression of GA20-OX1 could also cause changes in GA levels during develop-
                                           ment or in response to environmental variation that alters C4 grass morphology and biomass c­ omposition81.
                                               In the current study, qRT-PCR was used to characterize SbGA3ox2 expression in leaf and stem tissues col-
                                           lected from bioenergy sorghum plants growing at low and high planting densities. Sorghum GA3ox2 expres-
                                           sion was quantified in leaf tissues derived from the LB center, LB base (leaf growing zone in phytomers 3–4),
                                           and LB:LS collar tissue that spans the ligule in sorghum and m ­ aize82. It should be noted that delineation of the
                                           LB base and LB:LS collar tissue in phytomers 3–4 was not possible, therefore in these phytomers both tissues
                                           were combined in the leaf base sample (LB-base/collar tissue). The analysis showed that in plants growing at
                                           low density, expression of SbGA3ox2 was higher in the LB center, LB base and LB:LS collar tissues compared
                                           to the shoot apex and stem tissues of most phytomers. Expression of SbGA3ox2 in leaf tissues increased during
                                           development from a low level in phytomers 3–4 that contain elongating leaves and short internodes to higher
                                           levels in leaves of phytomers 5–8 which contain full length leaves, elongating internodes (phytomers 5–7) and
                                           elongated internodes (phytomer 8). Elevated SbGA3ox2 expression in leaves was also observed in plants grown

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                                 at high planting density although expression was higher in leaves of phytomers 3–5 compared to phytomers
                                 7–8. More significantly, SbGA3ox2 expression was > 20-fold higher in the LB-base/collar tissue of phytomers
                                 3–4 and LB:LS collar tissue of phytomers 4–8 in plants grown at high density compared to plants grown at low
                                 density. Increased expression of SbGA3ox2 in LB-base/collar tissue and LB:LS collar tissue of phytomers 3–5 in
                                 plants growing at high planting density is correlated with earlier onset of internode elongation and a ~ 2 to 3-fold
                                 increase in internode elongation compared to low planting density.
                                     The results are consistent with the hypothesis that shading increases expression of SbGA3ox2 in LB:LS collar
                                 tissue and this results in increased production of GA that moves to the stem where it stimulates internode growth.
                                 LB:LS collar derived GA could move from the LB:LS collar through the leaf sheath, most likely via vascular
                                 bundles, and enter the stem at the nodal plexus. GA entering the nodal plexus could move downwards to the
                                 internode zone of elongation in the same phytomer and/or upwards into and through the intercalary meristem
                                 of the phytomer above the nodal plexus. Application of GA to the nodal plexus (or excised LB:LS collars) stimu-
                                 lated internode elongation by increasing cell length and cell proliferation similar to shade-induced internode
                                 elongation. This hypothesis is consistent with studies showing that tobacco leaves are an important source of
                                 GA for stem ­growth83 and that mutation of ZmGA3ox2 causes stem dwarfing in ­maize71. While GA plays a role
                                 in shade-induced stem elongation, it is likely that other hormones such as auxin and brassinosteroids are also
                                 involved in this response, as in other p­ lants42,55,56,60,84,85.
                                     SbGA3ox2 expression also increased later in development in the nodal plexus of phytomer 8 although expres-
                                 sion was not induced by higher planting density. Phytomer 8 and older phytomers that contain fully elongated
                                 internodes continue to express genes involved in secondary cell wall ­formation77. In tobacco, it has been shown
                                 that leaves are sources of GA for stem secondary growth and fiber ­differentiation83. While grasses lack secondary
                                 growth characteristic of trees, increased expression of SbGA3ox2 in the nodal plexus of older internodes may
                                 influence secondary cell wall formation that increases the strength and biomass of older internodes.
                                     Additional research will be needed to determine if phyB-signaling modifies SbGA3ox2 expression and GA
                                 levels in tissues of plants exposed to variation in shading. It will also be important to characterize the cell spe-
                                 cific localization of SbGA3ox2 in the LB:LS collar and to further analyze GA transport from the LB:LS collar
                                 to the stem and within the stem. Recent research has identified mechanisms involved in active GA ­transport86
                                 and showed that GA is transported in the endodermis of the r­ oot87,88. Transport of GA from the LB:LS collar to
                                 growing internodes could occur through the endodermis of LS and stem vascular b       ­ undles87,89. In addition, GA
                                 distribution in organs and tissues is shaped by enzymes such as GA 2-oxidases that mediate GA turnover and
                                 GA 20-oxidases that provide precursors for GA 3-oxidases90. GA 2-oxidase expression has been documented in
                                 the preligule tissue of ­maize91 and at the transition zone of cell elongation in maize leaf ­blades80. In sorghum,
                                 several GA 2-oxidases are induced in internodes that are exiting the zone of internode elongation suggesting
                                 depletion of GA by these enzymes may help regulate the developmental progression of internode e­ longation92.

                                 Methods
                                 Plant growth and field conditions. The bioenergy sorghum hybrid TX08001 was planted in a 16
                                 row × 100 m plot in the PIVET field site at the Texas A&M University Field Station in College Station, Texas (30°
                                 37′ 40″ N, 96° 20′ 3″ W, 100 m above sea level). Plots were planted on May 2, 2017 and emerged on May 9, 2017.
                                 Plants with a row spacing of 0.76 m within 4 blocks (16 rows × 10 m) were thinned to 4 different planting densi-
                                 ties with 1 m, 0.5 m, 0.25 m and 0.15 m spacing between each plant.
                                     To reduce border effects, all plants were harvested from inner rows of a planting block. Five plants were
                                 selected from random locations in each planting density block 60 DAE. Plants were harvested, measured, imaged
                                 and weighed. Measurements of individual internode lengths, leaf width and leaf length were obtained using
                                 measuring tape. Internode diameters were measured using a Carbon Fiber Composites Digital Caliper, to the
                                 nearest millimeter. Harvested stem images were acquired using a 12-megapixel iSight camera. Internode, leaf
                                 and leaf sheath and root were weighed for fresh weight (FW) and then bagged individually, dried in an oven at
                                 70 °C for three days before collecting dry weight (DW) data. The calculation of total dry weight per square meter
                                 of land was based on plant spacing within plots.
                                     For GA3 and PAC treatments, R07002 plants were grown in a greenhouse under 14-h long days in 5 gal-
                                 lon SmartPots (High Caliper Growing) with Oldcastle Jolly Gardener C/25 Growing Mix (Oldcastle Lawn and
                                 Garden) fertilized every 60 days with 1 tbsp Osmocote 14–14-14. Plants were thinned to one plant per pot and
                                 grown at 0.15 m spacing.
                                     For microscopic imaging, TX08001 plants were grown in a greenhouse under 14-h long days in 5 gallon
                                 SmartPots (High Caliper Growing) with Oldcastle Jolly Gardener C/25 Growing Mix (Oldcastle Lawn and
                                 Garden) fertilized every 60 days with 1 tbsp Osmocote 14-14-14. Plants were thinned to one plant per pot and
                                 grown at 0.15 m spacing or 1 m spacing.
                                     Seeds were obtained from the Texas A&M Sorghum Breeding Program (College Station, TX).

                                 GA and PAC treatments. R07020 plants were treated with 1% GA3 (MW = 346.4 g/mol) (SIGMA-
                                 ALDRICH G7645-1G), 1% PAC (MW = 293.7 g/mol) or an equal mixture of GA3 and PAC in lanolin at 60 DAE.
                                 The plants were treated with the lanolin mixtures at the stem nodal plexus of phytomer 7, after removing the
                                 leaf sheath and leaf blade of phytomer 7. The 1% GA3 mixture was made by dissolving 0.93 g of GA3 into 1 mL
                                 of 100% ethanol and performing a dilution (100 μL of dissolved into 900 μL of ethanol) to achieve a concentra-
                                 tion of 0.093 g/mL. Then, 100 μL of the 0.093 g/mL dissolved GA3 was added to 1 mL of melted lanolin in a hot
                                 water bath for a final concentration of 0.0093 g/mL (~ 0.027 M). The mixture was then inverted multiple times
                                 to ensure the contents were mixed before the lanolin solidified. The same procedure was use to prepare PAC

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                                           dissolved in DMSO, for a final concentration of 0.0093 g/mL (~ 0.032 M). The GA3 and PAC mixture was cre-
                                           ated by mixing 0.93 g each of GA3 and PAC into 2 mL of 100% ethanol and then following the above procedure.
                                              Four biological replicates of R07020 were treated with the PAC foliar spray outside of the greenhouse, and
                                           were brought back into the greenhouse after 1 h. 1% PAC foliar spray was made by dissolving 0.78 g of PAC into
                                           1 ml of DMSO and that was subsequently mixed with 9 mL of RO water. 10 mL of the PAC mixture was sprayed
                                           onto the canopy of each replicate. 4 controls were treated with a 10 mL mixture of 1 mL DMSO and 9 mL RO
                                           water.

                                            RNA isolation, cDNA sequencing and qRT‑PCR. TX08001 was planted at 1 m and 0.15 m densities
                                            in the field in May 2019 and tissue collected for gene expression analysis. At 60 DAE, phytomer tissue samples
                                            were collected from three biological replicates at each planting density. Tissue was collected from the apex and
                                            eight phytomers. Tissue sections were taken from the leaf blade and leaf sheath (center, above collar and collar
                                            regions), as well as the stem (nodal plexus, 1 cm internode sections, and pulvinus). Total RNA was extracted
                                            from all samples using the Direct-zol™ RNA Miniprep Kit (Zymo Research), and cDNA was synthesized using
                                            SuperScript™ III First-Strand Synthesis SuperMix for qRT-PCR (Thermo Fisher Scientific, Invitrogen). The
                                            expression of SbGA3ox2 (Sobic.003G045900) and SbGA20ox1 (Sobic.001G005300.1) was analyzed using qRT-
                                            PCR, using PowerUP™ SYBR™ Green Master Mix (Thermo Fisher Scientific, Applied Biosystems).
                                                The qRT-PCR methods used is described in Casto et al.93. For all qRT-PCR experiments, relative expression
                                            was determined using the comparative cycle threshold ­(Ct) method. Raw ­Ct values for each sample were normal-
                                            ized to ­Ct values of the reference gene SbUBC (Sobic.001G526600). Then, ddC t values were calculated relative
                                            to the sample with the highest expression (lowest C ­ t value). Relative expression values were calculated with the
                                           ­2−ddCt ­method94. Fold change in gene expression was calculated based on ­dCt, values between the samples with
                                            the lowest and highest expression according to the equation ­FC2dCt(max)−dCt(min). Primer specificity was tested by
                                            dissociation curve analysis.

                                           Microscopy.        For microscopic imaging, longitudinal and horizontal hand sections were made using repre-
                                           sentative TX08001 internodes from fully elongated internodes (phytomer 7) from 0.15 m and 1 m densities, to
                                           investigate differences in cell number and length. Longitudinal and horizontal hand sections were also made of
                                           using three R07020 internodes from fully elongated internodes (phytomer 7) 14 days after GA3 and PAC treat-
                                           ments.
                                               For cell number and length observation, the sections were stained with a 5% Calcofluor-white solution, a
                                           fluorescent blue dye that binds to cellulose, for 1 min and imaged under DAPI fluorescence filter using Carl Zeiss
                                           Axio Imager M2, coupled with Axiocam 503, under 5× magnification. ImageJ was used to reduce background
                                           and measure cell lengths. Number of cells were calculated by dividing the internode length by cell length.

                                           Statistical analysis. All statistical analyses (Welch’s t test and one-way ANOVA followed by Tukey com-
                                           parison test) were performed using GraphPad Prism version 8.4.2 for macOS, GraphPad Software, San Diego,
                                           CA, USA, www.graph​pad.com.

                                           Received: 25 August 2020; Accepted: 30 November 2020

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                                           Acknowledgements
                                           The authors thank Dr. Brock Weers for maintaining plots and planting density and Adalynn Brock for assisting
                                           with tissue collection and tissue grinding. This work was funded in part by the DOE Great Lakes Bioenergy
                                           Research Center (DOE Office of Science DE-SC0018409) and supported by the Perry Adkisson Chair.

                                           Author contributions
                                           K.M.J.Y. and J.E.M. designed experiments and wrote the manuscript; K.M.J.Y. performed the experiments and
                                           created all figures and tables; B.M. conducted RNA-seq analysis; W.L.R. provided seeds and planted plots; J.E.M.
                                           supervised experimental design and article preparation. All authors reviewed the manuscript.

                                           Competing interests
                                           The authors declare no competing interests.

                                           Additional information
                                           Supplementary Information The online version contains supplementary material available at https​://doi.
                                           org/10.1038/s4159​8-020-79975​-8.
                                           Correspondence and requests for materials should be addressed to J.E.M.
                                           Reprints and permissions information is available at www.nature.com/reprints.

          Scientific Reports |   (2021) 11:46 |                     https://doi.org/10.1038/s41598-020-79975-8                                                                    12

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